期刊文献+

缺失数据的学生能力测评方法研究

Study on the Ability Evaluation Method of Students based on Missing Data
下载PDF
导出
摘要 建立数据缺失情况下的学生能力测评系统,并在新的属性集覆盖率和属性重要性等概念的基础上,提出该测评系统的属性约简和规则提取方法,最后用实例验证方法的有效性. The evaluation system of student ability is built in missing data,and the new concepts of coverage of the attribute set and the attribute importance are presented.Then the algorithms for attribute reduction and rule extraction are proposed.Finally,the effectiveness of this method is validated by an example.
作者 麦宏元
出处 《广西科学》 CAS 2013年第4期341-344,共4页 Guangxi Sciences
基金 广西自然科学基金项目(桂科自0991027)资助
关键词 能力测评系统 粗糙集 属性的重要性 属性约简 规则提取 capacity evaluation system rough sets attribute importance attribute reduction rule extraction
  • 相关文献

参考文献3

  • 1章正辉,戴小鹏,熊大红,陈垦,邓胜.不完备决策表的启发式知识约简算法研究[J].计算机与现代化,2010(3):170-172. 被引量:2
  • 2Kryszkiewicz M.Rough set approach to incomplete information systems[J].Information Sciences,1998,112:39-49.
  • 3Kryszkiewicz M.Rules in incomplete information systems[J].Information Sciences,1999,113:271-292.

二级参考文献13

  • 1黄金杰,武俊峰,蔡云泽.模糊粗糙数据模型:一种数据分析的新方法[J].计算机学报,2005,28(11):1866-1874. 被引量:7
  • 2张文修.粗糙集理论与方法[M].北京:科学出版社,2008.
  • 3Kryszkiewicz M. Rough set approach to incomplete information systems [ J ]. Information Sciences,1998,1 (12) :39-49.
  • 4Kryszkiewicz M. Rules in incomplete information systems [ J ]. Information Sciences, 1999,1 ( 13 ) :271-292.
  • 5Stefanowski J, Tsoukias A. Valued tolerance and decision rules [ C ]//Proceedings of the 2000 International Conference on Rough Sets and Current Trends in Computing ( RSCTC 2000). Berlin Heidelberg : Springer-Verlag,2001 : 212-219.
  • 6Stefanowski J, Tsoukias A. Incomplete information tables and rough classification [ J ]. Computational Intelligence, 2001,17:545-566.
  • 7Leung Y, Li D. Maximal consistent blockque for rule acquisition in incomplete infomlation systems [ J ]. Information Sciences ,2003,153:85-106.
  • 8Skowron A, Rauszer C. The discernibility matrices and functions in information system [ C ]//Intelligent Decision Support Handbook of Applications and Advances of the Rough Sere Boston Dordrecht, London: Kluwer Academic Publishers,1992: 331-362.
  • 9Wong S K, Ziarko W. Optimal decision rules in decision table [ J ]. Bulletin of Polish Academy, 1985,33 ( 11-12 ) : 693 -696.
  • 10黄海 王国胤 胡峰 等.一种增量式属性约简算法.计算机科学,2005,32(8):14-15.

共引文献1

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部